The application of natural language processing technology in hospital network information management systems: Potential for improving diagnostic accuracy and efficiency by Shiyong Wang, Hong Luo

“…Bag of Words (BoW) is used to extract the featured data. Method: Reports are divided among 70 % training and 30 % test sets for NLP model evaluation. …”
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Adaptive neuro-fuzzy inference systems for improved mastitis classification and diagnosis by Javad Shirani Shamsabadi, Saeid Ansari Mahyari, Mostafa Ghaderi-Zefrehei

“…The results showed that the GD-ANFIS model integrated with the Pearson method demonstrated superior performance compared to PSO-ANFIS and GA-ANFIS across key evaluation metrics such as accuracy and error rates. …”
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Research on Visual–Inertial Measurement Unit Fusion Simultaneous Localization and Mapping Algorithm for Complex Terrain in Open-Pit Mines by Yuanbin Xiao, Wubin Xu, Bing Li, Hanwen Zhang, Bo Xu, Weixin Zhou

“…The results indicate that the proposed method demonstrates significance.…”
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Determination of Methomyl Residue in Tobacco Samples by Heart-Cutting Two-Dimensional Liquid Chromatography with Tandem Mass Spectrometry by Shihao Shen, Min Chen, Tiannan Wang, Ting Fei, Dianhai Yang, Miaoling Cao, Da Wu

“…Therefore, the new method was quite suitable for routine analysis.…”
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Ultrasound-Assisted Dispersive Solid-Phase Filter Extraction Coupled with Green Supercritical Fluid Chromatography Methodology for Simultaneous Determination of Hindered Phenolic A... by Shaojie Pan, Chaoyan Lou, Xiaolin Yu, Kaidi Zhang, Kai Zhang, Lei Jiang, Yan Zhu

“…Under optimized conditions, the method achieved high extraction efficiency, with the complete separation of all analytes within 10 min. …”
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Otoacoustic Emissions Testing to Identify Hearing Loss in the ICU: A Feasibility Study by Ramya Kaushik, MD, Nicholas Reed, AuD, PhD, Lauren E. Ferrante, MD, MHS

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Risk factors for prolonged hospitalization as a marker for difficult-to-manage exacerbations of chronic obstructive lung disease (COPD): the DiMECO Study by Dorina Esendağlı, Nurdan Köktürk, Ayşe Baha, Dilek Yapar, Seçil Özkan, Elif Şen, Fatma Çiftçi, Burcu Öztürk, Sümeyye Kodalak Cengiz, Gaye Ulubay, İrem Şerifoğlu, Yelda Varol, Aydan Mertoğlu, Ali Kadri Çırak, Onur Turan, Neşe Dursunoğlu, Nilüfer Savurmuş, Alev Gürgün, Funda Elmas, Lütfi Çöplü, Ümran Sertçelik, Reyhan Yıldız, İpek Özmen, Aylin Alpaydın, Mehmet Polatlı, Ebru Karaçay Yeşiloğlu, Deniz Çelik

“…Methods This is a multicenter prospective observational study of COPD patients hospitalized with exacerbations. …”
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Functional ultrasound as a quantitative approach for measuring functional hyperemia in aging models by Jessica Pinckard, Sharon Negri, Cade A Huston, Marisa A Bickel, Michaela L Vance, Madison Milan, Clara L Hibbs, Madeline Budda, Siva Sai Chandragiri, Kaitlyn Pipkin, Stefano Tarantini, Shannon M Conley

“…Currently, laser speckle contrast imaging (LSCI) serves as the standard method for assessing FH in mouse models of cognitive dysfunction and aging. …”
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GNSS integrated displacement and attitude determination for structural health monitoring of long-span bridges by Xiangdong An, Xiaolin Meng, Liangliang Hu, Yilin Xie, Fan Zhang, Shuguo Pan

“…It reveals that this method can sensitively detect subtle attitude changes, offering insights into bridge behaviour from a new perspective beyond displacement data. …”
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Robust Parking Space Recognition Approach Based on Tightly Coupled Polarized Lidar and Pre-Integration IMU by Jialiang Chen, Fei Li, Xiaohui Liu, Yuelin Yuan

“…Comparative experiments on open datasets show that the proposed method can adapt to various scenarios and exhibits strong robustness.…”
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Simultaneous determination of nineteen azo dyes in water samples by gas chromatography-mass spectrometry after Fe3O4@COF based dispersive solid phase extraction by Nazime Ebrar Karlıdağ, Sezin Erarpat Bodur, Ömer Tahir Günkara, Sezgin Bakırdere

“…The high percent recoveries confirmed the accuracy and applicability of the developed Fe3O4@COF-DSPE-GC-MS method for stream water samples.…”
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A plug and play fuzzy mask extraction module for single image deraining by Mingdi Hu, Yao Song, Songxin Zhang, Zejian Xie, Bingyi Jing

“…The advantage of our proposed method is, as long as our fuzzy mask extraction module is embedded in any encoding and decoding rain removal network, it can obtain additional guided information such as rainy/non-rainy regions and the degree of degraded image, which can be greatly beneficial in rain detection and removal. …”
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Tumor-derived lactate inhibit the efficacy of lenvatinib through regulating PD-L1 expression on neutrophil in hepatocellular carcinoma by Ming Zhao, Qifeng Chen, Wenhua Lu, Ning Lyu, Zhenfeng Zhang, Qiankun Xie, Haijing Deng, Anna Kan, Meng He, Shuang Qiao, Shaolong Li, Huiming Chen, Jinfa Lai, Xiongying Jiang, Shousheng Liu

“…In this study, we elucidate the stimulators of PD-L1+ neutrophils in tumor microenvironment (TME) and explore the optimal combination to enhance the effect of lenvatinib by inhibiting PD-L1+ neutrophils in hepatocellular carcinoma.Methods Neutrophil infiltration after lenvatinib treatment was examined with RNA sequencing and multicolor flow cytometry analysis in patient samples, subcutaneous and orthotopic mouse models. …”
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Ginsenoside Rg1 controls CKLF1-mediated apoptosis to reduce hypoxic/reoxygenation injury in HT22 cells by Jinping Liang, Xuan Zhu, Feng Li, Yan Yang, Yuchen Zhu, Shasha Liu, Yang Sun, Boyu Kuang, Junpeng Long, Qian Yan, Yuting Lin, Qidi Ai, Yantao Yang

“…Subsequently, the level of oxidative stress was assessed by detecting LDH release and antioxidant indexes (CAT, SOD, MDA). …”
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Authentication of rapeseed variety based on hyperspectral imaging and chemometrics by Junjun Gong, Xinjing Dou, Du Wang, Mengxue Fang, Li Yu, Fei Ma, Xuefang Wang, Baocheng Xu, Peiwu Li, Liangxiao Zhang

“…The seed authentication is crucial for quality and yield. The traditional detection methods are often destructive, time-consuming and laborious. …”
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Changes in microbiome composition after fecal microbiota transplantation via oral gavage and magnetic navigation technology-assisted proximal colon/cecum enema in antibiotic knock-... by Xian-Jie Bai, Yu-Chen Mei, Jia-Tong Zhao, Zhi-Ren Chen, Chen-Xi Yang, Xiao-Juan Dong, Jia-Wei Yu, Lin-Biao Xiang, Er-Zheng Zhou, Yong Chen, Jia-Yi Hao, Zhi-Jie Zhang, Yu-Xuan Liuyang, Lu Ren, Ying-Min Yao, Lei Zhang, Yi Lv, Qiang Lu

“…The feasibility and safety of this method were assessed by angiography and histology. …”
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Semiconductor Wafer Flatness and Thickness Measurement Using Frequency Scanning Interferometry Technology by Weisheng Cheng, Zexiao Li, Xuanzong Wu, Shuangxiong Yin, Bo Zhang, Xiaodong Zhang

“…To this end, this paper proposes a high-precision facet reconstruction method for SiC/Si structures, which combines harmonic spectral domain decomposition, refractive index gradient constraints, and partitioning optimization strategy, and introduces interferometric signal “oversampling” and weighted fusion of multiple sets of data to effectively suppress higher-order harmonic interferences, and to enhance the accuracy of phase resolution. …”
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Efficient hardware error correction with hybrid on-offline configuration algorithm for optical processor by Zichao Zhao, Huihui Zhu, Qishen Liang, Haoran Ma, Ziyi Fu, Xingyi Jiang, Bei Chen, Yuehai Wang, Tian Chen, Yuzhi Shi, Jianyi Yang

“…We benchmark the algorithm’s performance in complex-valued matrix configuration and classification tasks, demonstrating robust error correction capabilities, including high reconstruction fidelity (≥98%), rapid convergence (≤10 iterations), and reduced dependence on detection devices. Furthermore, numerical simulations of high-order coherent processors demonstrate that our HOOC algorithm effectively avoids local optima, a common limitation of the conventional in-situ training method, thus simultaneously improving the scalability and robustness. …”
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Phase Demodulation of Short-Cavity Fabry–Perot Interferometric Acoustic Sensors With Two Wavelengths by Hao Liao, Ping Lu, Li Liu, Shun Wang, Wenjun Ni, Xin Fu, Deming Liu, Jiangshan Zhang

“…A phase interrogation method for a fiber-optic acoustic sensor based on a short-cavity extrinsic Fabry–Perot interferometer (EFPI) is proposed with two wavelengths. …”
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Precision Target Spraying System Integrated with Remote Deep Learning Recognition Model for Cabbage Plant Centers by ZHANG Hui, HU Jun, SHI Hang, LIU Changxi, WU Miao

“…Moreover, the research provides insights into how to maintain consistent spraying effectiveness and optimize pesticide utilization efficiency by dynamically adjusting the spraying system as the operating speed varies. …”
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